##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283760  54.481%  (99.681% of non-spam corpus)
# Correctly spam:     193168  37.088%  (81.791% of spam corpus)
# False positives:       908  0.174%  (0.319% of nonspam,  52137 weighted)
# False negatives:     43006  8.257%  (18.209% of spam,  85685 weighted)
# Average score for spam:  16.0    nonspam: -0.8
# Average for false-pos:   6.9  false-neg: 2.0
# TOTAL:              520842  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35484  99.66%
# Correctly spam:      24282  82.17%
# False positives:       122  0.34%
# False negatives:      5270  17.83%
# TCR(l=50): 2.599120  SpamRecall: 82.167%  SpamPrec: 99.500%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 283513  99.59%
# Correctly spam:     157569  66.72%
# False positives:      1155  0.41%
# False negatives:     78605  33.28%
# TCR(l=50): 1.732052  SpamRecall: 66.717%  SpamPrec: 99.272%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35450  99.56%
# Correctly spam:      19832  67.11%
# False positives:       156  0.44%
# False negatives:      9720  32.89%
# TCR(l=50): 1.686758  SpamRecall: 67.109%  SpamPrec: 99.220%